{"id":"W3138896617","doi":"10.1145/3258199","title":"Session details: Frontiers","year":2010,"lang":"en","type":"article","venue":"","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Session (web analytics); Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008077225,0.0009642508,0.001346621,0.0008126724,0.002361538,0.004108782,0.001232129,0.00327121,0.910373],"category_scores_gemma":[0.001842274,0.0002683628,0.0009389324,0.0009314677,0.00038611,0.002268133,0.001995108,0.002069385,0.7654273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154118,"about_ca_system_score_gemma":0.001401955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001919429,"about_ca_topic_score_gemma":0.004406647,"domain_scores_codex":[0.9996356,0.00004072254,0.00001198239,0.00009548526,0.00009894583,0.0001172483],"domain_scores_gemma":[0.9986693,0.0001787692,0.00003212356,0.000140684,0.0002553766,0.0007237667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001716119,0.0000445484,0.00007477449,0.000143749,0.000004218516,0.00003767514,0.00002048135,0.00003489482,0.0003871988,0.00121987,0.9744123,0.02344867],"study_design_scores_gemma":[0.00003934505,0.00004257282,0.000489181,0.00005954607,0.000005186179,0.00004198008,0.00003693712,0.00004609849,0.0002205884,0.0008559539,0.9981568,0.000005847428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001333334,0.002577887,0.001230506,0.009818231,0.01773575,0.0003840224,0.01693377,0.002424148,0.9475623],"genre_scores_gemma":[0.00733443,0.001243873,0.0003565164,0.0009459023,0.002019813,0.0001217661,0.005158903,0.0005875246,0.9822312],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08962703,"threshold_uncertainty_score":0.127842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009692353560953543,"score_gpt":0.2333393054057265,"score_spread":0.223646951844773,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}